In: Statistics and Probability
A publisher reports that 69% of their readers own a particular make of car. A marketing executive wants to test the claim that the percentage is actually over the reported percentage. A random sample of 200 found that 78% of the readers owned a particular make of car. Is there sufficient evidence at the 0.10 level to support the executive's claim?
Step 2 of 7 : Find the value of the test statistic. Round your answer to two decimal places.
Step 3 of 7 : Specify if the test is one-tailed or two-tailed.
Step 4 of 7 : Determine the P-value of the test statistic. Round your answer to four decimal places
Step 5 of 7 : Identify the value of the level of significance.
Step 6 of 7 : Make the decision to reject or fail to reject the null hypothesis.
Step 7 of 7 : State the conclusion of the hypothesis test.
The statistical software output for this problem is:
One sample proportion summary hypothesis
test:
p : Proportion of successes
H0 : p = 0.69
HA : p > 0.69
Hypothesis test results:
Proportion | Count | Total | Sample Prop. | Std. Err. | Z-Stat | P-value |
---|---|---|---|---|---|---|
p | 156 | 200 | 0.78 | 0.032703211 | 2.7520234 | 0.003 |
Hence,
Step - 2: Test statistic = 2.75
Step - 3: This is a one tailed test since Ha contains > sign.
Step - 4: P - value = 0.003
Step - 5: Level of significance = 0.10
Step - 6: Reject the null hypothesis
Step - 7: Conclusion: There is sufficient evidence to support the marketing executive claim that the percentage is actually over the reported percentage.